Reef
Apache-2.0 infra for continually self-improving agents
AI Agents / Agents · Apache-2.0 · 7.6k
Reviewed 2026-09-27 · last push 2026-10-19 · repo checked 2026-10-19
What's Good
Apache-2.0 (Human-Agent-Society/reef). PyPI `reef-infra`; train weights (Slime/SGLang) or improve harness prompts/rules/skills with versioned delivery. Docs quickstart at reefinfra.ai. ★6,081 from GitHub API 2026-09-27.
The Catch
Vs Ragas / Phoenix: those are eval libs; Reef is the continual-improvement loop infra. Vs Pi / OpenCode: coding harnesses, not self-improve delivery planes. Research-infra heat — expect ops weight beyond a simple CLI install.
Verdict
Apache-2.0 continual-improvement infra when agents must learn and redeploy in a loop — not an eval library and not a coding CLI.
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Markdown
[](https://stackgems.com/gems/reef)
HTML
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